Effects of long-term exposure to air pollutants on the spatial spread of COVID-19 in Catalonia, Spain

被引:41
|
作者
Saez, Marc [1 ,2 ]
Tobias, Aurelio [3 ]
Barcelo, Maria A. [1 ,2 ]
机构
[1] Univ Girona, Res Grp Stat Econometr & Hlth GRECS, Carrer Univ Girona 10,Campus Montilivi, Girona 17003, Spain
[2] CIBER Epidemiol & Publ Hlth CIBERESP, Madrid, Spain
[3] Inst Environm Assessment & Water Res IDAEA CSIC, Barcelona, Spain
关键词
COVID-19; Air pollutants; Long-term exposure; Small area; Spatio-temporal models;
D O I
10.1016/j.envres.2020.110177
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Background: The risk of infection and death by COVID-19 could be associated with a heterogeneous distribution at a small area level of environmental, socioeconomic and demographic factors. Our objective was to investigate, at a small area level, whether long-term exposure to air pollutants increased the risk of COVID-19 incidence and death in Catalonia, Spain, controlling for socioeconomic and demographic factors. Methods: We used a mixed longitudinal ecological design with the study population consisting of small areas in Catalonia for the period February 25 to May 16, 2020. We estimated Generalized Linear Mixed models in which we controlled for a wide range of observed and unobserved confounders as well as spatial and temporal dependence. Results: We have found that long-term exposure to nitrogen dioxide (NO2) and, to a lesser extent, to coarse particles (PM10) have been independent predictors of the spatial spread of COVID-19. For every 1 mu m/m(3) above the mean the risk of a positive test case increased by 2.7% (95% credibility interval, ICr: 0.8%, 4.7%) for NO2 and 3.0% (95% ICr: -1.4%,7.44%) for PM10. Regions with levels of NO2 exposure in the third and fourth quartile had 28.8% and 35.7% greater risk of a death, respectively, than regions located in the first two quartiles. Conclusion: Although it is possible that there are biological mechanisms that explain, at least partially, the association between long-term exposure to air pollutants and COVID-19, we hypothesize that the spatial spread of COVID-19 in Catalonia is attributed to the different ease with which some people, the hosts of the virus, have infected others. That facility depends on the heterogeneous distribution at a small area level of variables such as population density, poor housing and the mobility of its residents, for which exposure to pollutants has been a surrogate.
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页数:14
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